100% world-leading and internationally excellent ratings for research impact
Research Excellence Framework (REF) 2021
Course Overview
Our MSc Artificial Intelligence (AI) provides a comprehensive foundation in the concepts and technologies necessary for developing and applying AI in diverse contexts.
This 16-month course, which starts in January, covers computational principles, methods, and systems applicable to various real-world applications. It emphasises the mathematical foundations, programming skills and critical thinking required for AI.
Throughout the course, you will explore both classic AI topics, such as machine learning, visualisation, optimisation and big data, as well as symbolic AI and contemporary natural language processing and generative AI approaches.
During the summer, you will apply your knowledge of these topics to address a real-world problem through a collaborative project module.
Why Artificial Intelligence at Swansea University?
This Artificial Intelligence MSc is part of the Computer Science Department at Swansea University, which is widely acknowledged as a leading UK department, with impressive rankings that reflect our teaching and research excellence.
This programme is currently ranked:
Top 201-250 in the World (THE World University Rankings 2025)
201-250 in the World for Computer Science and Information Systems (QS World University Rankings by Subject 2025), and we have
100% World-leading and Internationally Excellent Ratings for Research Impact (REF 2021), and
90% of our Research is World-leading and Internationally Excellent (REF 2021)
Our collected knowledge of constant developments in Artificial Intelligence helps to keep your learning fresh and relevant to the wider industry.
Your Artificial Intelligence Experience
You will be based at the Computational Foundry on our beachfront Bay Campus, the nucleus of a vibrant community for world-class research leaders in computer science and artificial intelligence.
The Foundry is our £32.5 million world-class facility, and a beacon for research collaborations. It drives research into computational and mathematical sciences, making Wales a global destination for computational scientists and industrial partners.
This programme is designed to equip you with a comprehensive education to excel in the rapidly changing AI field. Through a diverse curriculum and hands-on learning, you will develop critical thinking and problem-solving skills essential for innovation.
You will also gain practical experience addressing technical complexities and engaging in real-world group projects, fostering collaboration. We emphasise the responsible use of AI technologies and real-world problem-solving so that you are able to navigate ethical and technical challenges and contribute positively to society.
Artificial Intelligence Employment Opportunities
A range of employability skills and personal attributes have been embedded within each of the modules throughout the programme. These involve programming skills, handling of large data sets, problems solving and the deployment of new algorithms.
This gives our graduates an exceptional visibility and employability, positioning you strategically in today's job market, where the demand for AI expertise is soaring due to its increasing integration across various industries, including Engineering, Law, Medicine, and Mathematics. As a result, our graduates are equipped to excel in diverse technical fields with real-world big data challenges.
Our AI programme is meticulously designed to expose you to practical projects, cultivating your problem-solving capabilities, which are essential for navigating complex data landscapes effectively. This ensures that you can not only thrive in the AI development sector but can also find success in a wide range of technical domains that are facing real-world big data problems.
A Master’s in AI equips you with the skills and knowledge needed to pursue a wide range of careers across various industries. Here are some specific job titles that you will be able to consider:
AI Research Scientist
Machine Learning Engineer
AI Software Developer
Robotics Engineer
Computer Vision Engineer
Natural Language Processing (NLP) Engineer
AI Solutions Architect
Deep Learning Specialist
AI Product Manager
Autonomous Systems Engineer
AI Trainer
Voice Interaction Designer
AI Implementation Specialist
AI Policy Analyst
These roles span across various industries, including technology, finance, healthcare, automotive, manufacturing and entertainment. The demand for AI expertise is growing, and professionals with advanced skills in AI are well-positioned to take advantage of the diverse opportunities available in this dynamic field.
Modules
We're currently reviewing our curriculum to enhance your learning experience and embed skills that will benefit your future career. This means that some modules may be subject to change.
We consider all applicants on their own merits and welcome applications from students with a wide range of qualifications.
Entry Requirements
Note for international and European applicants:
details of how your qualification compares to the published academic entry requirements can be found on our Country Specific Entry Requirements page.
Minimum 2:2 (or equivalent) in Computer Science or a related discipline.
IELTS 6.0 (with a minimum of 5.5 in each component) or equivalent English test. Please see further information about our English Language requirements.
At Swansea, you will benefit from a high-quality, research-informed education that combines a range of effective and inclusive teaching methods, carefully tailored to suit the needs of your course. This course is taught in person, on campus, giving you the opportunity to actively engage with other students, academic staff and the wider university community. Digital learning tools are also used to enhance your learning experience. These may include:
Recorded lecturesto support flexible study and revision
Online resourceson the university’s virtual learning environment (Canvas), including videos, reading materials, quizzes, and discussion forums
This approach enables you to engage with and review content at your own pace while benefiting from the structure and support of in-person teaching.
N.B If you are an international student studying with a Student Route Visa, please note that your timetabled activity, along with any additional supervisory activity (with Swansea University staff present) will take place on campus. In line with UKVI protocol, these sessions will be monitored and data made available on request.
Unfortunately, there is currently no formal Welsh-medium provision on this course. If you would like to let us know
that you are interested in pursuing an element of your course through the medium of Welsh, please email astudio@abertawe.ac.uk to indicate your interest along with your year of entry and
we will do our best to see what is possible.
Whilst this course does not offer academic content delivered in Welsh, the University can provide you with the
following, and Academi Hywel Teifi is here to support you:
An interview through the medium of Welsh when applying for a place.
The option to receive your personal correspondence in Welsh, English or bilingually.
The option to write and submit your coursework or exams through the medium of Welsh (even if you have chosen to
study in English), and your work will be marked in Welsh.
A Welsh-speaking Personal Tutor.
One-to-one support through the medium of Welsh to improve your academic skills.
An opportunity to gain an additional free qualification that serves as evidence
of your Welsh language ability for future employers, namely the WJEC and Coleg Cymraeg's Welsh Language
Certificate.
Tuition fees for years of study after your first year are subject to an increase of 3%.
You can find further information of your fee costs on our tuition fees page.
You may be eligible for funding to help support your study.
To find out about scholarships, bursaries and other funding opportunities that are available please visit the University's scholarships and bursaries page.
Current students: You can find further information of your fee costs on our tuition fees page.
You may be eligible for funding to help support your study.
If you're a UK or EU student starting a master’s degree at Swansea University, you may be eligible to apply for Government funding to help towards the cost of your studies.
To find out more, please visit our postgraduate loans page.
To find out about scholarships, bursaries and other funding opportunities that are available please visit the University's
scholarships and bursaries
page.
Academi Hywel Teifi at Swansea University and the Coleg Cymraeg Cenedlaethol offer a number of generous scholarships and bursaries for students who wish to study through the medium of Welsh or bilingually.
For further information about the opportunities available to you, visit the Academi Hywel Teifi Scholarships and Bursaries page.
Access to your own digital device/the appropriate IT kit will be essential during your time studying at Swansea University. Access to wifi in your accommodation will also be essential to allow you to fully engage with your programme. See our dedicated webpages for further guidance on suitable devices to purchase, and for a full guide on getting your device set up.
You may face additional costs while at university, including (but not limited to):
Travel to and from campus
Printing, photocopying, binding, stationery and equipment costs (e.g. USB sticks)
As well as subject specific support by college teaching staff and your
personal tutor, the Centre for Academic
Success provides courses, workshops and one-to-one support in areas
such as:
Academic writing
Maths and statistics
Critical thinking
Time management
Digital skills
Presentation skills
Note taking
Revision, memory and exam techniques
English language skills (if English is not your first language).
In addition, if you have a Specific Learning Difficulty (SpLD), disability,
mental health or medical condition, the Centre for Academic Success have
Specialist Tutors to support your learning, working alongside the Disability Office and Wellbeing Service to support all your needs and
requirements whilst studying at Swansea University.
We recommend that you submit your application to our courses as early as you can in advance of our application
deadlines. Courses will close earlier than the application deadlines listed if all available places are filled. You can
find further information on our Application Deadlines webpage.
The University will seek to deliver each course in accordance with the
descriptions set out in the relevant course web pages at the time of
application. However, there may be situations in which it is desirable
or necessary for the University to make changes in course provision,
either before or after enrolment.
The information below is for students starting their courses in 2016 or
later.
The University will not normally make very substantial changes to courses
(for example, a change to the course title, significant restructuring,
substantial change in course content, or the introduction of a progression
hurdle) which would impact on students who have already begun their course.
In exceptional circumstances, it may be necessary for the University to make
such a change after acceptance of a place by an offer-holder. This will not
happen less than 5 months before enrolment. The offer-holder will be
notified of the change and will have the opportunity to withdraw their
application and apply elsewhere.
Other changes could be made to course content, study location, delivery and
teaching provision because of developments in the relevant subject,
enhancements in teaching or assessment practice, requirements of external
accreditation processes, changes in staffing, resource constraints or
changes in the availability of facilities. Such changes will take account of
the reasonable expectations of prospective and current students.
Summary of Changes
Date of Change
24/02/2026
Course Title(s)
Artificial Intelligence,
MSc
16 Month
Full Time
Material Change
This programme has been refreshed and enhanced, with updates across all modules to enrich programme content, delivery and structure, ensuring your learning experience is relevant and future‑focused.
Reason for Change
These updates are designed to make your learning experience more streamlined, relevant and manageable.
